Edge Impulse Experts / Endoscopy_v1 Public

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Endoscopy_v1

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Data (354 items)

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train_normal_ (11)

ID: 172448827

Label: normal

test_polyps_ (97)

ID: 172448923

Label: polyps

test_polyps_ (77)

ID: 172448941

Label: polyps

test_polyps_ (67)

ID: 172448935

Label: polyps

test_normal_ (99)

ID: 172449007

Label: normal

test_normal_ (69)

ID: 172449030

Label: normal

val_normal_ (481)

ID: 172448805

Label: normal

test_normal_ (65)

ID: 172449035

Label: normal

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1602 ms.

Peak RAM usage

346.9K

Flash usage

571.8K

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Dataset summary

Data collected

354 items

Labels

esophagitis, normal, polyps

Project info

Project ID	163127
Project version	1
License	Apache 2.0
No. of views	51,368
No. of clones	15